Linear solvers for power grid optimization problems: a review of GPU-accelerated linear solvers

K Świrydowicz, E Darve, W Jones, J Maack, S Regev… - Parallel Computing, 2022 - Elsevier
The linear equations that arise in interior methods for constrained optimization are sparse
symmetric indefinite, and they become extremely ill-conditioned as the interior method …

Large-scale nonlinear programming using IPOPT: An integrating framework for enterprise-wide dynamic optimization

LT Biegler, VM Zavala - Computers & Chemical Engineering, 2009 - Elsevier
Integration of real-time optimization and control with higher level decision-making
(scheduling and planning) is an essential goal for profitable operation in a highly …

Scalable locally injective map**s

M Rabinovich, R Poranne, D Panozzo… - ACM Transactions on …, 2017 - dl.acm.org
We present a scalable approach for the optimization of flip-preventing energies in the
general context of simplicial map**s and specifically for mesh parameterization. Our …

Linear-time approximation for maximum weight matching

R Duan, S Pettie - Journal of the ACM (JACM), 2014 - dl.acm.org
The maximum cardinality and maximum weight matching problems can be solved in Õ (m√
n) time, a bound that has resisted improvement despite decades of research.(Here m and n …

[หนังสือ][B] Optimal control of ODEs and DAEs

M Gerdts - 2023 - books.google.com
Ordinary differential equations (ODEs) and differential-algebraic equations (DAEs) are
widely used to model control systems in engineering, natural sciences, and economy …

[PDF][PDF] On fast factorization pivoting methods for sparse symmetric indefinite systems

O Schenk, K Gärtner - Electronic Transactions on Numerical Analysis, 2006 - gwdg.de
This paper discusses new pivoting factorization methods for solving sparse symmetric
indefinite systems. As opposed to many existing pivoting methods, our Supernode–Bunch …

Numerical simulations of Hall-effect plasma accelerators on a magnetic-field-aligned mesh

IG Mikellides, I Katz - Physical Review E—Statistical, Nonlinear, and Soft …, 2012 - APS
The ionized gas in Hall-effect plasma accelerators spans a wide range of spatial and
temporal scales, and exhibits diverse physics some of which remain elusive even after …

An augmented incomplete factorization approach for computing the Schur complement in stochastic optimization

CG Petra, O Schenk, M Lubin, K Gärtner - SIAM Journal on Scientific …, 2014 - SIAM
We present a scalable approach and implementation for solving stochastic optimization
problems on high-performance computers. In this work we revisit the sparse linear algebra …

Using adaptive sparse grids to solve high‐dimensional dynamic models

J Brumm, S Scheidegger - Econometrica, 2017 - Wiley Online Library
We present a flexible and scalable method for computing global solutions of high‐
dimensional stochastic dynamic models. Within a time iteration or value function iteration …

Real-time stochastic optimization of complex energy systems on high-performance computers

CG Petra, O Schenk, M Anitescu - Computing in Science & …, 2014 - ieeexplore.ieee.org
A scalable approach computes in operationally-compatible time the energy dispatch under
uncertainty for electrical power grid systems of realistic size with thousands of scenarios …